@article{selfdistilledtrajectoryawareboltzmannmod, title = {Self-Distilled Trajectory-Aware Boltzmann Modeling: Bridging the Training-Inference Discrepancy in Diffusion Language Models}, author = {Kecheng Chen and Ziru Liu and Xijia Tao and Hui Liu and Yibing Liu and Xinyu Fu and Shi Wu and Suiyun Zhang and Dandan Tu and Lingpeng Kong and Rui Liu and Haoliang Li}, year = {2026}, eprint = {2605.11854}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2605.11854}, }